Noémie Debroux

25 papers Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified Framework for Multimodal Joint Segmentation and Registration Combining Finite Distortion Theory and Implicit Neural Networks.
J. Math. Imaging Vis.
Diane Chan Sock Line, Noémie Debroux, Carole Le Guyader, Caroline Petitjean
2025 — conf
Hessian-Based Deep Retinal Vessel Segmentation with Extremely Few Annotations.
MIUA (3)
Benjamin Chivet, Noémie Debroux, Manuel Grand-Brochier, Antoine Vacavant
2025 J jnl
Learning homeomorphic image registration via conformal-invariant hyperelastic regularisation.
Medical Image Anal.
Jing Zou, Noémie Debroux, Lihao Liu, Jing Qin, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2025 — conf
On a Hybrid Joint Segmentation/Multimodal Registration Model via Finite Distortion Mappings and Implicit Neural Representations.
SSVM (2)
Diane Chan Sock Line, Noémie Debroux, Carole Le Guyader, Caroline Petitjean
2023 J jnl
A Multiscale Deformation Representation.
SIAM J. Imaging Sci.
Noémie Debroux, Carole Le Guyader, Luminita A. Vese
2023 — conf
Asymptotic Result for a Decoupled Nonlinear Elasticity-Based Multiscale Registration Model.
SSVM
Noémie Debroux, Carole Le Guyader
2023 J jnl
Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation.
CoRR
Jing Zou, Noémie Debroux, Lihao Liu, Jing Qin, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2023 J jnl
Single-Image based unsupervised joint segmentation and denoising.
CoRR
Nadja Gruber, Johannes Schwab, Noémie Debroux, Nicolas Papadakis, Markus Haltmeier
2021 J jnl
Compressed sensing plus motion (CS + M): A new perspective for improving undersampled MR image reconstruction.
Medical Image Anal.
Angelica I. Avilés-Rivero, Noémie Debroux, Guy B. Williams, Martin J. Graves, Carola-Bibiane Schönlieb
2021 — conf
Multiscale Registration.
SSVM
Noémie Debroux, Carole Le Guyader, Luminita A. Vese
2021 J jnl
Variational multi-task MRI reconstruction: Joint reconstruction, registration and super-resolution.
Medical Image Anal.
Veronica Corona, Angelica I. Avilés-Rivero, Noémie Debroux, Carole Le Guyader, Carola-Bibiane Schönlieb
2020 J jnl
A Nonlocal Laplacian-Based Model for Bituminous Surfacing Crack Recovery and its MPI Implementation.
J. Math. Imaging Vis.
Noémie Debroux, Carole Le Guyader, Luminita A. Vese
2020 — conf
A Time-Dependent Joint Segmentation and Registration Model: Application to Longitudinal Registration of Hepatic DCE-MRI Sequences.
IPTA
Noémie Debroux, Guillaume Lienemann, Benoît Magnin, Carole Le Guyader, Antoine Vacavant
2020 J jnl
A Variational Model Dedicated to Joint Segmentation, Registration, and Atlas Generation for Shape Analysis.
SIAM J. Imaging Sci.
Noémie Debroux, John A. D. Aston, Fabien Bonardi, Alistair Forbes, Carole Le Guyader, Marina Romanchikova, Carola-Bibiane Schönlieb
2020 J jnl
Learning Optical Flow for Fast MRI Reconstruction.
CoRR
Timothée Schmoderer, Angelica I. Avilés-Rivero, Veronica Corona, Noémie Debroux, Carola B. Schönlieb
2019 J jnl
A Variational Model Dedicated to Joint Segmentation, Registration and Atlas Generation for Shape Analysis.
CoRR
Noémie Debroux, John A. D. Aston, Fabien Bonardi, Alistair Forbes, Carole Le Guyader, Marina Romanchikova, Carola Schönlieb
2019 J jnl
Dim the Lights! - Low-Rank Prior Temporal Data for Specular-Free Video Recovery.
CoRR
Samar M. Alsaleh, Angelica I. Avilés-Rivero, Noémie Debroux, James K. Hahn
2019 — conf
Multi-tasking to Correct: Motion-Compensated MRI via Joint Reconstruction and Registration.
SSVM
Veronica Corona, Angelica I. Avilés-Rivero, Noémie Debroux, Martin J. Graves, Carole Le Guyader, Carola-Bibiane Schönlieb, Guy B. Williams
2019 J jnl
Variational Multi-Task MRI Reconstruction: Joint Reconstruction, Registration and Super-Resolution.
CoRR
Veronica Corona, Angelica I. Avilés-Rivero, Noémie Debroux, Carole Le Guyader, Carola-Bibiane Schönlieb
2018 J jnl
A Joint Segmentation/Registration Model Based on a Nonlocal Characterization of Weighted Total Variation and Nonlocal Shape Descriptors.
SIAM J. Imaging Sci.
Noémie Debroux, Carole Le Guyader
2018 — —
Mathematical modelling of image processing problems : theoretical studies and applications to joint registration and segmentation. (Modélisation mathématique de problèmes relatifs au traitement d'images : étude théorique et applications aux méthodes conjointes de recalage et de segmentation).
Noémie Debroux
2017 J jnl
A Non-local Topology-Preserving Segmentation-Guided Registration Model.
J. Math. Imaging Vis.
Noémie Debroux, Solène Ozeré, Carole Le Guyader
2017 — conf
A Unified Hyperelastic Joint Segmentation/Registration Model Based on Weighted Total Variation and Nonlocal Shape Descriptors.
SSVM
Noémie Debroux, Carole Le Guyader
2017 — conf
Spatially-Variant Kernel for Optical Flow Under Low Signal-to-Noise Ratios Application to Microscopy.
ICCV Workshops
Denis Fortun, Noémie Debroux, Charles Kervrann
2015 J jnl
Enumeration of Polycubes and Dirichlet Convolutions.
J. Integer Seq.
Christophe Carré, Noémie Debroux, Matthieu Deneufchâtel, Jean-Philippe Dubernard, Conrad Hillairet, Jean-Gabriel Luque, Olivier Mallet